Few-shot NLP benchmark for unified, rigorous eval

The source code for the Cutoff data augmentation approach proposed in this paper: "A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation".

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Collection of generative models in Pytorch version.

Graph Neural Network Library for PyTorch

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

A highly extensible software stack to empower everyone to build practical real-world live video analytics applications for object detection and counting with cutting edge machine learning algorithms.

XLNet Extension in TensorFlow

BERT Extension in TensorFlow

XLNet: Generalized Autoregressive Pretraining for Language Understanding

Machine Reading Comprehension in Tensorflow

Language Model in Tensorflow

Sequence-to-Sequence in Tensorflow

Sequence Labeling in Tensorflow

Multi-Task Deep Neural Networks for Natural Language Understanding

TensorFlow code and pre-trained models for BERT

The missing reverse proxy for ssh scp